Abstract is missing.
- Ensemble Stack Architecture for Lungs Segmentation from X-ray ImagesAsifuzzaman Lasker, Mridul Ghosh, Sk Md Obaidullah, Chandan Chakraborty, Teresa Gonçalves 0001, Kaushik Roy 0004. 3-11 [doi]
- Synonym-Based Essay Generation and Augmentation for Robust Automatic Essay ScoringTsegaye Misikir Tashu, Tomás Horváth. 12-21 [doi]
- Characterizing Cardiovascular Risk Through Unsupervised and Interpretable TechniquesHugo Calero-Diaz, David Chushig-Muzo, Cristina Soguero-Ruíz. 22-30 [doi]
- Identification of Sedimentary Strata by Segmentation Neural Networks of Oblique Photogrammetry of UAVsDaniel Theisges dos Santos, Mauro Roisenberg, Marivaldo dos Santos Nascimento. 31-41 [doi]
- Detection of False Information in Spanish Using Machine Learning TechniquesArsenii Tretiakov, Alejandro Martín, David Camacho. 42-53 [doi]
- An Approach to Authenticity Speech Validation Through Facial Recognition and Artificial Intelligence TechniquesHugo Faria, Manuel Rodrigues, Paulo Novais. 54-63 [doi]
- Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image AnalysisLaëtitia Launet, Rocío del Amor, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Zhiming Zhao, Valery Naranjo. 64-72 [doi]
- Automatic Exploration of Domain Knowledge in HealthcareTiago Afonso, Cláudia Antunes. 73-81 [doi]
- On Studying the Effect of Data Quality on Classification PerformancesRoxane Jouseau, Sébastien Salva, Chafik Samir. 82-93 [doi]
- A Binary Water Flow Optimizer Applied to Feature SelectionFagner José de Matos Macêdo, Ajalmar Rêgo da Rocha Neto. 94-103 [doi]
- Benchmarking Data Augmentation Techniques for Tabular DataPedro Machado, Bruno Fernandes 0002, Paulo Novais. 104-112 [doi]
- Deep Learning Based Predictive Analytics for Decentralized Content Caching in Hierarchical Edge NetworksDhruba Chakraborty, Mahima Rabbi, Maisha Hossain, Saraf Noor Khaled, Maria Khanom Oishi, Md. Golam Rabiul Alam. 113-121 [doi]
- Explanations of Performance Differences in Segment Lining for Tunnel Boring MachinesHans Aoyang Zhou, Aymen Gannouni, Tala Bazazo, Johannes Tröndle, Anas Abdelrazeq, Frank Hees. 122-133 [doi]
- On Autonomous Drone Navigation Using Deep Learning and an Intelligent Rainbow DQN AgentAndreas Karatzas, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Konstantinos Oikonomou, Spyros Sioutas. 134-145 [doi]
- An Intelligent Decision Support System for Road Freight TransportHugo Carvalho, André Luiz Pilastri, Arthur Matta, Luís Miguel Matos, Rui Novais, Paulo Cortez 0001. 146-156 [doi]
- Endowing Intelligent Vehicles with the Ability to Learn User's Habits and Preferences with Machine Learning MethodsPaulo Barbosa, Flora Ferreira, Carlos Fernandes, Wolfram Erlhagen, Pedro Guimarães, Weronika Wojtak, Sérgio Monteiro, Estela Bicho. 157-169 [doi]
- Duplication Scheduling with Bottom-Up Top-Down Recursive Neural NetworkVahab Samandi, Peter Tino, Rami Bahsoon. 170-178 [doi]
- Towards a Low-Cost Companion Robot for Helping Elderly Well-BeingJaime Andres Rincon, Cédric Marco-Detchart, Vicente Julián, Carlos Carrascosa, Paulo Novais. 179-187 [doi]
- Zero-Shot Knowledge Graph Completion for Recommendation SystemZhiyuan Wang, Cheng Chen, Ke Tang. 188-198 [doi]
- The Covid-19 Influence on the Desire to Stay at Home: A Big Data ArchitectureRegina Sousa, Daniela Oliveira 0003, Ana Carneiro, Luis Pinto, Ana Pereira, Ana Peixoto, Hugo Peixoto, José Machado 0001. 199-210 [doi]
- Distance-Based Delays in Echo State NetworksStefan Iacob, Matthias Freiberger, Joni Dambre. 211-222 [doi]
- EduBot: A Proof-of-Concept for a High School Motivational AgentHugo Faria, Maria Araújo Barbosa, Bruno Veloso, Francisco Supino Marcondes, Celso Lima, Dalila Durães, Paulo Novais. 223-232 [doi]
- A Simulation Model for Predicting the Spread of COVID-19 VirusPiotr Jastrzebski, Barbara Jagielska, Mateusz Kolasa, Izabela Rejer, Maciej Gabrys. 233-241 [doi]
- ICU Mortality Prediction Using Long Short-Term Memory NetworksManel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui. 242-251 [doi]
- Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in TransformersPhilip Kenneweg, Alexander Schulz 0001, Sarah Schröder, Barbara Hammer. 252-261 [doi]
- How Image Retrieval and Matching Can Improve Object Localisation on Offshore PlatformsYoucef Djenouri, Jon M. Hjelmervik, Elias Bjorne, Milad Mobarhan. 262-270 [doi]
- Ethereum Investment Based on LSTM and GRU ForecastAdrián Viéitez Mariño, Matilde Santos Peñas, Rodrigo Naranjo. 271-279 [doi]
- Generating a European Portuguese BERT Based Model Using Content from Arquivo.pt ArchiveNuno Miquelina, Paulo Quaresma, Vítor Beires Nogueira. 280-288 [doi]
- A Vision Transformer Enhanced with Patch Encoding for Malware ClassificationKyoung-won Park, Sung-Bae Cho. 289-299 [doi]
- Association Rules Mining for Reducing Items from Emotion Regulation QuestionnairesRihab Khadimallah, Ilhem Kallel, Fadoua Drira. 300-312 [doi]
- Explainable Artificial Intelligence for Improved Modeling of ProcessesRiza Velioglu, Jan Philip Göpfert, André Artelt, Barbara Hammer. 313-325 [doi]
- Efficient Sensor Selection for Individualized Prediction Based on BiosignalsMarkus Vieth, Nils Grimmelsmann, Axel Schneider, Barbara Hammer. 326-337 [doi]
- Understanding the Classes Better with Class-Specific and Rule-Specific Feature Selection, and Redundancy Control in a Fuzzy Rule Based FrameworkSuchismita Das, Nikhil R. Pal. 338-347 [doi]
- Performance/Resources Comparison of Hardware Implementations on Fully Connected Network InferenceRandy Lozada, Jorge Ruiz, Manuel L. González, Javier Sedano, José R. Villar 0001, Ángel Miguel García-Vico, Erik S. Skibinsky-Gitlin. 348-358 [doi]
- Gradient Regularization with Multivariate Distribution of Previous Knowledge for Continual LearningTae-Heon Kim, Hyung-Jun Moon, Sung-Bae Cho. 359-368 [doi]
- Face ReID Method via Deep LearningYves Augusto Lima Romero, Ajalmar Rêgo da Rocha Neto. 369-378 [doi]
- Using Design of Experiments to Support the Commissioning of Industrial Assembly ProcessesTim Voigt, Marvin Schöne, Martin Kohlhase, Oliver Nelles, Martin Kuhn. 379-390 [doi]
- Res-GAN: Residual Generative Adversarial Network for Coronary Artery SegmentationRawaa Hamdi, Asma Kerkeni, Mohamed Hedi Bedoui, Asma Ben Abdallah. 391-398 [doi]
- Using GANs to Improve the Accuracy of Machine Learning Models for Malware DetectionCiprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut. 399-410 [doi]
- Randomized K-FACs: Speeding Up K-FAC with Randomized Numerical Linear AlgebraConstantin Octavian Puiu. 411-422 [doi]
- Guide-Guard: Off-Target Predicting in CRISPR ApplicationsJoseph Bingham, Netanel Arussy, Saman A. Zonouz. 423-431 [doi]
- Topological Analysis of Credit Data: Preliminary FindingsJames Cooper, Peter Mitic, Gesine Reinert, Tadas Temcinas. 432-442 [doi]
- A Comparative Study of LAD, CNN and DNN for Detecting IntrusionsSneha Chauhan, Loreen Mahmoud, Sugata Gangopadhyay, Aditi Kar Gangopadhyay. 443-455 [doi]
- Effective Prevention of Semantic Drift in Continual Deep LearningKhouloud Saadi, Muhammad Taimoor Khan. 456-464 [doi]
- A Sequence to Sequence Long Short-Term Memory Network for Footwear Sales ForecastingLuís Santos, Luís Miguel Matos, Luís Ferreira, Pedro Alves, Mário Viana, André Luiz Pilastri, Paulo Cortez 0001. 465-473 [doi]
- EfficientNet Architecture Family Analysis on Railway Track DefectsJon Rengel, Matilde Santos 0001, Ravi Pandit. 474-481 [doi]
- Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid LocalizationClaudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo. 482-490 [doi]
- Go-Around Prediction in Non-Stabilized Approach Scenarios Through a Regression Machine-Learning Model Trained from Pilots' ExpertiseJesús Cantero, Adrián Colomer, Laëtitia Launet, Alexandre Duchevet, Théo de la Hogue, Jean-Paul Imbert, Valery Naranjo. 491-499 [doi]
- Identification of Variables of a Floating Wind Turbine PrototypeJuan Tecedor Roa, Carlos Serrano, Matilde Santos 0001, Jesús Enrique Sierra-García. 503-512 [doi]
- Dynamic Optimization of Energy Hubs with Evolutionary Algorithms Using Adaptive Time Segments and Varying ResolutionRafael Poppenborg, Hatem Khalloof, Malte Chlosta, Tim Hofferberth, Clemens Düpmeier, Veit Hagenmeyer. 513-524 [doi]
- Solving Multi-class Imbalance Problems Using Improved Tabular GANsZakarya Farou, Liudmila Kopeikina, Tomás Horváth. 527-539 [doi]
- Convolutional Neural Network Approach for Multiple Sclerosis Lesion SegmentationNada Haj Messaoud, Asma Mansour, Rim Ayari, Asma Ben Abdallah, Mouna Aissi, Mahbouba Frih, Mohamed Hedi Bedoui. 540-548 [doi]